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Dev
5h
212
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Cross Platform Tool Building Universal Web Applications Advanced（1751402450832800）
- Junior computer science student shares transformative experience in understanding cross-platform development.
- Hyperlane framework in Rust offers performance, safety guarantees, validated compile-time configuration, and zero-cost abstractions.
- Framework leverages Rust's ownership for memory safety, Context-driven architecture, middleware system, and real-time communication.
- Performance analysis showcases exceptional throughput, low latency; memory management, dynamic routing, and error handling discussed.
- Future directions include WebAssembly integration, microservices support, and evolving web standards adaptation.
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Medium
5h
313
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Discover How I Made $1,000 Minting Memecoins Effortlessly
- Phantom Mint offers a simple and accessible way for anyone to mint their own memecoins without prior skills or investment.
- Users like John and Sarah have seen success, earning hundreds to thousands of dollars by minting coins with Phantom Mint.
- Phantom Mint stands out for its ease of use and potential for rapid profit growth without the need for financial expertise or upfront costs.
- Joining Phantom Mint provides not just a minting tool but access to a community of cryptocurrency enthusiasts and opportunities for profit in the evolving crypto landscape.
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PlanetPython
6h
309
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PyCoder���s Weekly: Issue #688: Checking Dicts, DuckDB, Reading shelve.py, and More (July 1, 2025)
- Statically checking Python dicts for completeness, ensuring changes in Enum and dict occur together.
- Using DuckDB in Python to query large datasets with SQL, handle files, and integrate with pandas.
- AI development insights on transforming agentic flows into reliable systems for production.
- Updates include lxml 6.0.0 release, PEP 751 and PEP 685 final versions, and videos from DjangoCon EU 2025 available.
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Dev
6h
201
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Memory Layout Optimization（1751397698264100）
- Understanding Hyperlane framework's memory layout optimization through performance development transformation journey.
- Hyperlane offers Rust-based web development with zero-cost abstractions and compile-time guarantees.
- Framework's design simplifies deployment issues and leverages Rust's ownership system for memory safety.
- Features like context-driven architecture and middleware system enhance web services capabilities.
- The framework excels in real-time communication, performance optimization, and memory management efficiency.
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Dev
6h
333
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Web Development Learning Path（1751397491754700）
- Junior computer science student shares transformative journey in learning modern web development.
- Explored Hyperlane framework in Rust focusing on architecture, design patterns, and efficiencies.
- Discusses context-driven architecture, middleware system, real-time communication, and performance optimization.
- Covers error handling, memory management, troubleshooting, and future directions with the framework.
- Hyperlane offers performance, safety, and productivity, ideal for modern web applications development.
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20 Likes
Dev
6h
341
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Practice of Test Driven Development Strategy from Unit Testing to Integration Testing（1751397248015200）
- Transformation in understanding developer_experience development, lessons in modern web framework design.
- Hyperlane framework's Rust-based design offers safety, performance with zero-cost abstractions.
- Framework's Context pattern, middleware system, real-time communication support, high performance highlighted.
- Extensive testing shows exceptional performance, memory management, advanced features, best practices.
- Detailed insights on troubleshooting, production considerations, and future directions in web development.
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Dev
6h
288
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You Think Your Website Is Fast? These Myths Are Slowing You Down
- Developers often optimize websites for metrics that don't reflect real user experience, leading to underperformance.
- Common myths about web performance include focusing too much on Lighthouse scores, device-specific loading speed, overusing lazy loading, relying solely on CDNs, and believing modern JS frameworks are always fast.
- Solutions include measuring actual user experience with tools like PageSpeed Insights and CrUX, testing under realistic conditions, optimizing lazy loading practices, using CDNs with server-side rendering, considering lighter JS frameworks, and prioritizing image optimization.
- It is essential to optimize for real user experience metrics like LCP, CLS, and INP, and focus on fast perception and interaction, rather than just scores.
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Medium
6h
10
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top Chasing Lighthouse 100: What Real Speed Means in 2025
- Developers and bloggers are still falling for outdated web performance beliefs despite changes in Google's expectations and evolving Core Web Vitals.
- The biggest myths hurting website speed, UX, and SEO include obsessing over scores and not optimizing for what users actually experience.
- To improve website performance, it is recommended to check field data, simulate slow devices, lazy load images, use a CDN, and optimize images with WebP and AVIF formats.
- Using tools like Chrome DevTools, CrUX, and frameworks built for performance, along with aggressive code-splitting and hydration, can enhance website speed and user experience in 2025.
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Medium
7h
186
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The Cognitive Bias That Makes Every Estimate Wrong (And How to Fix It)
- The planning fallacy, a cognitive bias, leads to underestimating the time needed to complete tasks, causing inaccurate estimates.
- Developers often struggle with the planning fallacy, leading to situations where project timelines overrun due to unforeseen challenges.
- The mismatch between estimated and actual project timelines is not solely attributable to inexperience or lack of skills, but rather a fundamental cognitive bias ingrained in human thinking.
- Understanding the planning fallacy can help individuals improve their estimation accuracy by accounting for the inherent optimism bias in predicting task completion times.
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Medium
7h
144
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Why I Automated My Expense Tracking
- The author automated their expense tracking using bank SMS alerts, email statements, and Python.
- The system built by the author does not involve bank logins, third-party apps, or subscriptions, and can be extended with SQLite or Supabase for syncing across devices.
- By exporting SMS messages and applying a parser to extract transaction data, the author extracts structured information from messy messages and categorizes transactions.
- The author also creates a web dashboard of spending by category using Plotly + Dash and suggests storing all parsed transactions in SQLite or Supabase to build a Telegram bot for querying spending.
- The article is not eligible for web story generation as it contains technical details and step-by-step instructions rather than a narrative fit for a web story.
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8 Likes
Medium
7h
137
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Day 02/45 of Solving Leetcode Problems: Count Reverse Pairs
- The author shares their experience of solving a challenging Leetcode problem called Reverse Pairs.
- Initially, the author struggled with the problem, feeling lost despite trying various approaches.
- After hours of trying and feeling mentally drained, the author finally grasped the solution logic involving merge sort and two-pointers.
- The experience served as a reminder for the author to persist, improve, and not give up, despite feeling behind their peers.
- Overall, the author learned the importance of perseverance and giving their best effort in tackling difficult challenges.
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Medium
7h
249
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The Birth of JavaScript (1995): From Netscape to Naming Wars
- JavaScript was born in 1995 as a transformative innovation during the early stages of the internet.
- Netscape, the creator of Netscape Navigator, played a crucial role in envisioning a more interactive web.
- JavaScript's origin story involves a rapid ten-day development sprint and a naming controversy.
- The language later revolutionized web development by enabling dynamic behaviors without requiring page reloads.
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15 Likes
Dev
8h
66
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Technical Blog Writing Guide（1751392155331900）
- A junior computer science student shares insights on learning modern web framework development.
- The article dives into the Hyperlane framework, focusing on architecture, design patterns, and implementation.
- Key topics include context-driven architecture, middleware system, real-time communication, and performance analysis.
- The framework's strengths in memory management, dynamic routing, error handling, and performance debugging are highlighted.
- The comprehensive exploration concludes with best practices, troubleshooting methods, and future directions for Hyperlane.
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4 Likes
Dev
8h
105
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Minimalist Web Service Philosophy（1751392150728800）
- Transformation in developer experience through Hyperlane framework exploration.
- Hyperlane's Rust-based design philosophy ensures performance and safety in web development.
- Framework's zero-cost abstractions and compile-time guarantees reduce runtime errors, enhancing production readiness.
- Features include context-driven architecture, middleware system, real-time communication, and performance optimization.
- Robust error handling, memory management, and future directions highlight framework's potential in web development.
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6 Likes
Dev
8h
84
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5 Cheap Object Storage Providers
- AWS S3 competitors offer cheaper object storage solutions with reliable alternatives.
- Top 5 providers like Backblaze B2 and Wasabi offer affordable storage options.
- Cloudflare R2, Hetzner, and MinIO are other cost-effective options users can consider.
- Factors to evaluate include storage costs, egress fees, and overall durability and reliability.
- Providers cater to diverse needs, from reliable storage to global edge caching capabilities.
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